Collections: - Name: DBNet Metadata: Training Data: ICDAR2015 Training Techniques: - SGD with Momentum - Weight Decay Training Resources: 8x GeForce GTX 1080 Ti Architecture: - ResNet - FPNC Paper: URL: https://arxiv.org/pdf/1911.08947.pdf Title: 'Real-time Scene Text Detection with Differentiable Binarization' README: configs/textdet/dbnet/README.md Models: - Name: dbnet_r18_fpnc_1200e_icdar2015 In Collection: DBNet Config: configs/textdet/dbnet/dbnet_r18_fpnc_1200e_icdar2015.py Metadata: Training Data: ICDAR2015 Results: - Task: Text Detection Dataset: ICDAR2015 Metrics: hmean-iou: 0.795 Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_r18_fpnc_sbn_1200e_icdar2015_20210329-ba3ab597.pth - Name: dbnet_r50dcnv2_fpnc_1200e_icdar2015 In Collection: DBNet Config: configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_1200e_icdar2015.py Metadata: Training Data: ICDAR2015 Results: - Task: Text Detection Dataset: ICDAR2015 Metrics: hmean-iou: 0.840 Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_r50dcnv2_fpnc_sbn_1200e_icdar2015_20211025-9fe3b590.pth